# Gesture Recognition on Multimodal Gesture Dataset (LOPO) Source: [Gesture Recognition on Multimodal Gesture Dataset (LOPO)]() Collection index: [llms.txt]() Data updated: 2026-03-06T07:28:24.446Z Evaluation of Gesture Recognition performance on the Multimodal Gesture Dataset (LOPO), typically measured using F1 Score, Precision, and Recall. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Gesture Recognition | | Dataset (including any stated split) | Multimodal Gesture Dataset (LOPO) | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [F1 Score](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | LLR Fusion | 0.9359 | Not recorded | 69a519592d603e6de3e3c6f6 | | PoseConv3D | 0.9339 | Not recorded | 69a519592d603e6de3e3c6f6 | | Self-Attention Fusion | 0.9297 | Not recorded | 69a519592d603e6de3e3c6f6 | ### LLR Fusion F1 Score: 0.9359. Result ID: 69aa80f66dbb7075b953df1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input Modality":"sensor"}. This record does not assert independent reproduction. ### PoseConv3D F1 Score: 0.9339. Result ID: 69aa80f66dbb7075b953df20. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Input Modality":"video"}. This record does not assert independent reproduction. ### Self-Attention Fusion F1 Score: 0.9297. Result ID: 69aa80f66dbb7075b953df1f. [Reporting paper]() Recorded evaluation configuration: {"Input Modality":"sensor"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.